AI Pilots Don’t Fail On The Model, They Fail On The Operating Model
As AI advances, most organisations have now run at least one pilot. The early results tend to look encouraging. Then the system rolls out to the…
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The Hidden Cost Crisis in AI: Why LLM Spend Is Today’s Biggest Black Box
Every company I talk to is building agents, AI-native tools, and therefore integrating LLMs into their customer-facing production systems. The pace of…
The Next AI Readiness Problem Isn’t Data Quality. It’s Context.
Organizations are moving quickly to deploy AI.
They're embedding assistants into products, experimenting with autonomous agents, and rethinking…
Where Traditional Observability Stops in AI-Enabled Applications
For years, enterprises have relied on observability to answer a simple but important question: Is the system healthy? Infrastructure monitoring, logs,…
Why AI Still Gets Geometry Wrong
And what that reveals about what's missing from modern AI systems
Artificial intelligence has made it easy to generate visual content from natural…
Designing Edge AI for Real-World Environments
Edge AI computing is becoming a key driver of innovation, as many AI-driven decisions need to happen closer to where data is generated. Edge AI brings…
The AI Market Has Hit Its First Reality Check. Now Comes the Age of Assess and Adapt Intelligence
On all fronts, the AI market is characterized by unprecedented change. Whether it’s the staggering levels of infrastructure investment or the sheer…
Agentic Ops Is Coming — Is Your Infrastructure Ready?
Network and infrastructure management has always been deeply personal and manual. Traditionally, network and infrastructure engineers were like…
Your AI Is Working. That Might Be the Problem.
The most dangerous problem in enterprise AI adoption arrives quietly, disguised as success: technology working just good enough that organizations…
Moving Beyond Experimental Pilots: What It Actually Takes to Get Value from GenAI
If your organization has run a GenAI pilot that never quite made it to production, you're not alone. Despite $30–40 billion in enterprise investment,…